ggResidpanel: Diagnostic Plot Panels for Model Residuals

ggResidpanel is an R package developed by Katherine Goode for creating panels of diagnostic plots for model residuals. The package uses ggplot2 and plotly to generate static and interactive visualizations for analyzing residuals and checking model assumptions from multiple viewpoints. The dataset's size, specific contents, and last update date are not provided.

Use Cases

• Validate linear model assumptions based on the package's ability to create diagnostic plot panels.
• Perform interactive residual analysis based on the integration with the plotly library.
• Compare multiple diagnostic viewpoints for a single model based on the panel creation feature.

Strengths

• Provides both static and interactive diagnostic plots, leveraging ggplot2 and plotly.
• Designed to analyze residuals from a variety of viewpoints, as stated in the description.

Limitations

• Row count, column definitions, and file formats are unknown, which limits suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Katherine Goode

Collection Method

Created as an R package for statistical visualization.

Time Range

Temporal coverage is unknown.

Freshness

Last update date is unknown.

Geography

Spatial coverage is unknown.